I am trying to make chart with plotly package. I think this will be easy task but I am stuck with this code. Below you can see code and data
DataSetTable<-structure(list(Range = c("=<100", "100-200", "200-300", "300-400",
"400-500", "500-600", "600-700", "700-800", "800-900", "900-1,000",
"1,000-1,100", "1,100-1,200", "1,200-1,300", "1,300-1,400", "> 1,400"
), Sales_before = c(91.3653, 92.89215, 281.44935, 135.2511, 93.73995,
44.87535, 25.1424, 15.1659, 9.32445, 5.6484, 4.3929, 3.2049,
2.2329, 1.58355, 7.6707), Sales_after = c(86.2056, 80.6733, 256.63905,
142.83, 110.2518, 53.82045, 29.95515, 17.7552, 10.4598, 6.8472,
4.7466, 4.06755, 2.62575, 2.01285, 9.1125)), row.names = c(NA,
-15L), class = c("tbl_df", "tbl", "data.frame"))
So next steep should be plotting this data with plotly package. In order to do this I try to plot this data with code below
library(plotly)
fig <- plot_ly(DataSetTable, x = ~Range, y = ~Sales_before , name = "Sales_before", type = 'scatter', mode = 'lines',
line = list(dash = "solid"))
fig <- fig %>% add_trace(y = ~Sales_after, name = "After_before", line = list(dash = "dash"))%>%
layout(
xaxis = list(title = ' '),
yaxis = list(title = ' ')
)
fig
But result from this code is not good because x-axis have different ordering.You can see how is look like chart:
So can anybody help me to fix this code in order to have chart like pic below?
You could change the Range to be an ordered factor.
DataSetTable<-structure(list(Range = c("=<100", "100-200", "200-300", "300-400",
"400-500", "500-600", "600-700", "700-800", "800-900", "900-1,000",
"1,000-1,100", "1,100-1,200", "1,200-1,300", "1,300-1,400", "> 1,400"
), Sales_before = c(91.3653, 92.89215, 281.44935, 135.2511, 93.73995,
44.87535, 25.1424, 15.1659, 9.32445, 5.6484, 4.3929, 3.2049,
2.2329, 1.58355, 7.6707), Sales_after = c(86.2056, 80.6733, 256.63905,
142.83, 110.2518, 53.82045, 29.95515, 17.7552, 10.4598, 6.8472,
4.7466, 4.06755, 2.62575, 2.01285, 9.1125)), row.names = c(NA,
-15L), class = c("tbl_df", "tbl", "data.frame"))
DataSetTable$Range <- factor(DataSetTable$Range, ordered = T, levels=DataSetTable$Range)
library(plotly)
fig <- plot_ly(DataSetTable, x = ~Range, y = ~Sales_before , name = "Sales_before", type = 'scatter', mode = 'lines',
line = list(dash = "solid"))
fig <- fig %>% add_trace(y = ~Sales_after, name = "After_before", line = list(dash = "dash"))%>%
layout(
xaxis = list(title = ' '),
yaxis = list(title = ' ')
)
fig
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